Headline

Senior Data Scientist | IIT Madras | Ex-Rupeek, ICICI Bank

About

8years of experience in Data Science across Fintech and E-Commerce - Building scalable ML systems.

Location

Bengaluru

AI stack

claude code

claude

gemini

openai

Google ADK

Microsoft Copilot

Work experience

Senior Data Analyst at Walmart Global Tech India, Dec 2022 - Present · 3 yrs 11 mos, Bengaluru, Drive Seller Success Large-scale PySpark data pipelines, Prediction models (XGBoost, Random Forest), Feature Engineering, Model Evaluation, Business Validation

Data Scientist 2 at Rupeek, May 2021 - Nov 2022 · 1 yr 7 mos, Bengaluru, • Built end-to-end ML models for default risk prediction and renewal propensity (XGBoost classification) • Developed lead prioritization model to optimize sales meeting conversions and calling effort allocation • Designed real-time transaction cancellation prediction models integrated at meeting creation and counter-offer stages • Implemented rule-engine layer on top of model outputs for business workflow automation • Conducted pilot validation and business impact simulations before full production rollout

Manager 1, Data Science and Analytics Group at ICICI Bank, Jul 2019 - Apr 2021 · 1 yr 10 mos, Hyderabad Area, India, • Built decision tree and statistical models for onboarding profiling, natural balance estimation, and income prediction • Developed text similarity models (TF-IDF, Jaccard) to match corporate entities and enable cross-sell expansion • Designed monthly data marts integrating multi-product customer relationships • Automated KPI dashboards and competitor tracking reports for portfolio growth monitoring • Applied transactional data mining for NTB identification, affluence tagging, and underwriting support

Management Trainee, Business Intelligence Unit at ICICI Bank, Jul 2018 - Jul 2019 · 1 yr 1 mo, Hyderabad Area, India, • Built portfolio performance dashboards for salary liability segment • Conducted data mining and exploratory analysis to identify customer growth and cross-sell opportunities • Supported pre-approved loan targeting and corporate expansion analytics initiatives

Education

Dual Degree [B.Tech + M.Tech], Mechanical Engineering, Indian Institute of Technology, Madras

Class 12, Board of Intermediate Education - Andhra Pradesh, Mathematics, Physics, Chemistry, Mahathi Junior College, Visakahapatnam